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Mut2Vec: distributed representation of cancerous mutations

BACKGROUND: Embedding techniques for converting high-dimensional sparse data into low-dimensional distributed representations have been gaining popularity in various fields of research. In deep learning models, embedding is commonly used and proven to be more effective than naive binary representati...

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Foilsithe in:BMC Med Genomics
Main Authors: Kim, Sunkyu, Lee, Heewon, Kim, Keonwoo, Kang, Jaewoo
Formáid: Artigo
Teanga:Inglês
Foilsithe: BioMed Central 2018
Ábhair:
Rochtain Ar Líne:https://ncbi.nlm.nih.gov/pmc/articles/PMC5918431/
https://ncbi.nlm.nih.gov/pubmed/29697361
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1186/s12920-018-0349-7
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